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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
| Total | Winrate shifts | Timings | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
 | Aghanim's Scepter | 384 | 17.86% | 94.9 | 59.64% | +5.64% | +3.25% | -5.47% | -0.79% | 28:18 | 13:02 | 22:11 | 26:56 | 33:13 | 1:09:23 | 08:41 |
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Disruptor | 4 | 36.36% | 100.0 | 100.00% | +6.56% | 0.00% | 0.00% | 0.00% | 41:33 | 30:32 | 36:03 | 48:20 | 51:15 | 51:15 | 15:12 | 09:51 |
 | Keeper of the Light | 19 | 57.58% | 98.5 | 78.95% | +16.76% | -12.28% | +1.05% | 1.24% | 28:08 | 16:28 | 22:53 | 28:19 | 33:36 | 50:15 | 10:43 | 08:00 |
 | Night Stalker | 6 | 46.15% | 97.1 | 83.33% | +28.49% | +16.67% | -83.33% | -17.54% | 20:21 | 17:19 | 18:56 | 19:01 | 24:38 | 24:38 | 05:42 | 03:06 |
 | Juggernaut | 18 | 62.07% | 95.6 | 72.22% | +6.99% | +27.78% | +2.78% | -3.18% | 27:58 | 23:28 | 24:52 | 26:55 | 32:43 | 39:39 | 07:51 | 04:21 |
 | Dark Seer | 5 | 45.45% | 94.1 | 80.00% | +5.81% | +20.00% | -80.00% | -11.81% | 22:44 | 16:41 | 21:32 | 23:26 | 30:00 | 30:00 | 08:28 | 04:47 |
 | Chaos Knight | 2 | 28.57% | 92.6 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 17:58 | 16:24 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 02:12 |
 | Gyrocopter | 8 | 88.89% | 91.2 | 62.50% | -9.12% | -29.17% | +37.50% | 5.80% | 18:36 | 13:02 | 14:06 | 15:33 | 25:36 | 27:37 | 11:30 | 06:02 |
 | Snapfire | 8 | 36.36% | 89.7 | 75.00% | +8.97% | +25.00% | -75.00% | -15.92% | 25:04 | 18:39 | 22:06 | 24:41 | 28:23 | 38:02 | 06:17 | 06:03 |
 | Nature's Prophet | 3 | 15.00% | 88.2 | 100.00% | +27.48% | 0.00% | 0.00% | 0.00% | 18:01 | 15:40 | 18:01 | 20:23 | 20:23 | 20:23 | 02:22 | 02:21 |
 | Clockwerk | 6 | 20.69% | 86.8 | 83.33% | +41.80% | +16.67% | -83.33% | -24.10% | 30:37 | 23:57 | 30:42 | 33:51 | 34:51 | 34:51 | 04:09 | 04:49 |
 | Ember Spirit | 18 | 40.00% | 85.3 | 66.67% | -2.10% | 0.00% | -16.67% | -1.98% | 29:55 | 20:55 | 25:12 | 29:03 | 33:38 | 51:36 | 08:26 | 08:11 |
 | Puck | 34 | 52.31% | 83.8 | 58.82% | +6.93% | -8.82% | -8.82% | 0.00% | 29:28 | 22:08 | 25:53 | 29:01 | 33:13 | 40:39 | 07:20 | 04:30 |
 | Earth Spirit | 4 | 5.80% | 82.4 | 100.00% | +36.33% | 0.00% | 0.00% | 0.00% | 44:51 | 34:08 | 40:00 | 51:51 | 53:25 | 53:25 | 13:25 | 09:19 |
 | Riki | 15 | 55.56% | 80.9 | 60.00% | -0.47% | 0.00% | +15.00% | 1.80% | 27:30 | 19:43 | 23:07 | 29:44 | 31:26 | 35:55 | 08:19 | 05:06 |
 | Terrorblade | 15 | 51.72% | 79.4 | 60.00% | -3.19% | +20.00% | -10.00% | -4.42% | 25:34 | 18:55 | 22:53 | 25:23 | 29:40 | 33:12 | 06:47 | 04:30 |
 | Troll Warlord | 19 | 55.88% | 77.9 | 57.89% | +2.07% | -7.89% | +2.11% | 1.74% | 22:56 | 15:23 | 20:41 | 23:50 | 26:25 | 29:20 | 05:44 | 03:51 |
 | Medusa | 2 | 16.67% | 76.5 | 100.00% | +40.68% | 0.00% | 0.00% | 0.00% | 25:56 | 25:39 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:23 |
 | Timbersaw | 5 | 17.86% | 75.0 | 80.00% | +27.01% | -30.00% | +20.00% | 0.00% | 34:42 | 31:18 | 31:49 | 35:55 | 40:10 | 40:10 | 08:21 | 03:35 |
 | Io | 5 | 45.45% | 73.5 | 60.00% | -9.07% | +40.00% | -60.00% | -54.05% | 14:17 | 13:11 | 13:39 | 14:38 | 15:30 | 15:30 | 01:51 | 00:53 |
 | Void Spirit | 35 | 72.92% | 72.1 | 45.71% | -3.54% | +24.29% | -34.60% | -11.08% | 23:57 | 14:45 | 20:12 | 22:43 | 25:31 | 44:56 | 05:19 | 06:12 |
 | Morphling | 9 | 36.00% | 70.6 | 55.56% | +9.16% | +44.44% | -5.56% | -7.21% | 21:41 | 16:11 | 18:53 | 23:15 | 25:49 | 27:24 | 06:56 | 03:39 |
 | Monkey King | 27 | 65.85% | 69.1 | 44.44% | +2.31% | -19.44% | +12.70% | 2.83% | 23:39 | 16:17 | 18:08 | 24:08 | 29:30 | 34:48 | 11:22 | 06:17 |
 | Brewmaster | 13 | 56.52% | 67.6 | 46.15% | -1.17% | -21.15% | +20.52% | 6.48% | 26:42 | 21:20 | 23:06 | 26:18 | 29:32 | 37:54 | 06:26 | 05:20 |
 | Invoker | 7 | 30.43% | 66.2 | 57.14% | -2.86% | +9.53% | -57.14% | -6.05% | 30:29 | 24:44 | 25:44 | 32:46 | 36:45 | 38:00 | 11:01 | 05:31 |
 | Tiny | 2 | 6.45% | 64.7 | 100.00% | +47.35% | 0.00% | 0.00% | 0.00% | 42:15 | 41:40 | 42:49 | 42:49 | 42:49 | 42:49 | 00:00 | 00:48 |
 | Phantom Assassin | 7 | 25.93% | 63.2 | 57.14% | +14.99% | +9.53% | -7.14% | 0.00% | 32:49 | 22:21 | 30:57 | 35:21 | 38:47 | 40:16 | 07:50 | 06:01 |
 | Visage | 2 | 66.67% | 61.8 | 50.00% | +12.50% | 0.00% | 0.00% | 0.00% | 20:19 | 19:11 | 21:26 | 21:26 | 21:26 | 21:26 | 00:00 | 01:35 |
 | Meepo | 2 | 66.67% | 60.3 | 50.00% | +11.11% | 0.00% | 0.00% | 0.00% | 22:07 | 15:43 | 28:31 | 28:31 | 28:31 | 28:31 | 00:00 | 09:03 |
 | Batrider | 2 | 5.26% | 58.8 | 100.00% | +42.67% | 0.00% | 0.00% | 0.00% | 33:08 | 31:00 | 35:15 | 35:15 | 35:15 | 35:15 | 00:00 | 03:00 |
 | Shadow Demon | 7 | 20.00% | 57.4 | 57.14% | -2.59% | +9.53% | -7.14% | 0.00% | 39:11 | 23:47 | 38:07 | 41:54 | 44:21 | 49:51 | 06:14 | 08:12 |
 | Storm Spirit | 5 | 20.00% | 55.9 | 60.00% | -1.75% | -10.00% | +40.00% | 2.69% | 38:33 | 29:22 | 33:39 | 41:56 | 52:14 | 52:14 | 18:35 | 08:53 |
 | Kunkka | 3 | 18.75% | 54.4 | 66.67% | +17.86% | +33.33% | -66.67% | -58.82% | 31:16 | 26:09 | 32:59 | 34:41 | 34:41 | 34:41 | 01:42 | 04:31 |
 | Mars | 2 | 3.39% | 52.9 | 100.00% | +47.64% | 0.00% | 0.00% | 0.00% | 37:59 | 24:44 | 51:13 | 51:13 | 51:13 | 51:13 | 00:00 | 18:43 |
 | Doom | 1 | 12.50% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Lina | 3 | 15.79% | 50.0 | 66.67% | +11.19% | -16.67% | +33.33% | 4.30% | 33:16 | 28:48 | 29:41 | 41:18 | 41:18 | 41:18 | 11:37 | 06:58 |
 | Venomancer | 1 | 10.00% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:54 | 32:54 | 32:54 | 32:54 | 32:54 | 32:54 | 00:00 | 00:00 |
 | Arc Warden | 1 | 10.00% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:23 | 1:09:23 | 1:09:23 | 1:09:23 | 1:09:23 | 1:09:23 | 00:00 | 00:00 |
 | Slark | 1 | 9.09% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 00:00 | 00:00 |
 | Zeus | 3 | 75.00% | 44.1 | 33.33% | +10.75% | +16.67% | -33.33% | -22.90% | 24:28 | 20:22 | 25:26 | 27:37 | 27:37 | 27:37 | 02:11 | 03:43 |
 | Sand King | 1 | 6.67% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 00:00 | 00:00 |
 | Wraith King | 3 | 6.98% | 41.2 | 66.67% | +11.79% | -16.67% | +33.33% | 0.00% | 35:45 | 30:55 | 37:54 | 38:25 | 38:25 | 38:25 | 00:31 | 04:11 |
 | Death Prophet | 1 | 5.88% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 |
 | Dragon Knight | 2 | 33.33% | 38.2 | 50.00% | -4.55% | 0.00% | 0.00% | 0.00% | 42:06 | 31:51 | 52:21 | 52:21 | 52:21 | 52:21 | 00:00 | 14:29 |
 | Centaur Warrunner | 1 | 5.56% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:25 | 44:25 | 44:25 | 44:25 | 44:25 | 44:25 | 00:00 | 00:00 |
 | Phantom Lancer | 1 | 5.00% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 00:00 | 00:00 |
 | Legion Commander | 1 | 4.35% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Viper | 1 | 3.70% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 00:00 | 00:00 |
 | Tusk | 1 | 3.23% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:37 | 42:37 | 42:37 | 42:37 | 42:37 | 42:37 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 2.94% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:19 | 43:19 | 43:19 | 43:19 | 43:19 | 43:19 | 00:00 | 00:00 |
 | Pugna | 2 | 15.38% | 27.9 | 50.00% | -7.72% | 0.00% | 0.00% | 0.00% | 38:11 | 29:35 | 46:46 | 46:46 | 46:46 | 46:46 | 00:00 | 12:09 |
 | Windranger | 3 | 30.00% | 26.5 | 33.33% | -21.60% | +16.67% | -33.33% | -17.65% | 30:12 | 17:45 | 35:01 | 37:51 | 37:51 | 37:51 | 02:50 | 10:52 |
 | Slardar | 2 | 11.11% | 25.0 | 50.00% | -10.24% | 0.00% | 0.00% | 0.00% | 39:59 | 38:15 | 41:42 | 41:42 | 41:42 | 41:42 | 00:00 | 02:26 |
 | Ursa | 2 | 10.53% | 23.5 | 50.00% | +7.51% | 0.00% | 0.00% | 0.00% | 42:49 | 29:16 | 56:21 | 56:21 | 56:21 | 56:21 | 00:00 | 19:09 |
 | Lycan | 2 | 9.09% | 22.1 | 50.00% | -6.42% | 0.00% | 0.00% | 0.00% | 30:11 | 22:11 | 38:11 | 38:11 | 38:11 | 38:11 | 00:00 | 11:18 |
 | Leshrac | 2 | 5.71% | 20.6 | 50.00% | +9.61% | 0.00% | 0.00% | 0.00% | 24:47 | 24:25 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:30 |
 | Shadow Shaman | 2 | 5.00% | 19.1 | 50.00% | -4.58% | 0.00% | 0.00% | 0.00% | 40:49 | 38:12 | 43:25 | 43:25 | 43:25 | 43:25 | 00:00 | 03:41 |
 | Rubick | 2 | 4.26% | 17.6 | 50.00% | +6.30% | 0.00% | 0.00% | 0.00% | 43:48 | 40:22 | 47:14 | 47:14 | 47:14 | 47:14 | 00:00 | 04:51 |
 | Vengeful Spirit | 6 | 50.00% | 16.2 | 16.67% | -24.57% | -16.67% | -16.67% | 0.00% | 21:41 | 19:40 | 20:06 | 20:23 | 27:30 | 27:30 | 07:24 | 03:00 |
 | Nyx Assassin | 3 | 8.57% | 14.7 | 33.33% | -32.09% | -33.33% | +66.67% | 0.00% | 38:00 | 33:11 | 34:24 | 46:25 | 46:25 | 46:25 | 12:01 | 07:18 |
 | Mirana | 4 | 6.90% | 13.2 | 25.00% | -24.04% | -25.00% | +75.00% | 0.00% | 34:35 | 21:00 | 37:06 | 38:40 | 41:35 | 41:35 | 04:29 | 09:14 |
 | Faceless Void | 1 | 14.29% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Grimstroke | 2 | 7.14% | 10.3 | 0.00% | -43.65% | 0.00% | 0.00% | 0.00% | 45:55 | 33:50 | 58:00 | 58:00 | 58:00 | 58:00 | 00:00 | 17:05 |
 | Tidehunter | 1 | 2.50% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |
 | Elder Titan | 3 | 11.11% | 7.4 | 0.00% | -40.20% | 0.00% | 0.00% | 0.00% | 31:33 | 17:42 | 30:30 | 46:27 | 46:27 | 46:27 | 15:57 | 14:24 |
 | Dark Willow | 1 | 12.50% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Necrophos | 1 | 25.00% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 14.29% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 00:00 | 00:00 |
 | Techies | 2 | 100.00% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 27:16 | 28:43 | 28:43 | 28:43 | 28:43 | 00:00 | 01:01 |